ASHA workers, boat-clinic nurses, hill doctors and the night shift. Copy the full prompt behind any picture.
Assam · the boat clinic
Majuli sandbars
Medical scrubs
Walking step
85mm portrait lens
Medium format
Film colour
{
"meta": {
"image_quality": "High",
"image_type": "Environmental portrait"
},
"global_context": {
"scene_description": "An environmental portrait of a young Indian woman with golden skin, Body: Mid-stride walking step. Head: Facing forward. Eyes: Looking ahead. Hands: Left arm bent with elbow tucked outward and low, right arm hanging naturally. Fingers: Relaxed. Legs: Engaged in walking step. Slim and lean. Warm golden-wheat complexion with a soft rounded face. Gentle inner eye corner folds, slightly broader nose, softer jawline. Rounded broad face and wavy hair, wearing fitted medical scrubs, a short-sleeve V-neck scrub top in solid teal, navy or ceil blue over matching straight-leg scrub trousers, professional clinical healthcare attire. At Brahmaputra Sandbars / Chars, vast, white sandy nature expanse appearing in the middle of the river course during dry winter months, with an air of quiet confidence. Subject naturally integrated into their environment. Scene tells a story about who they are. Aside from the main subject, keep the background clear of other people, no unrelated bystanders, passers-by, or crowds. Art direction: Shot on 85mm lens, shallow depth of field, sharp focus on subject, soft creamy bokeh background, professional portrait photography.",
"time_of_day": "Morning",
"weather_atmosphere": "Clear, fresh morning light",
"lighting": {
"direction": "Overhead filtered through foliage",
"quality": "Soft, dappled, natural green-tinted ambient.",
"color_temp": "Neutral daylight with warm patches"
}
},
"emotional_context": {
"overall_mood": "Contextual, narrative, authentic",
"facial_expression_emotion": "Chin slightly lifted, steady gaze, subtle assured smile at the corner of lips.",
"emotional_moment": "Self-assured and composed, ready to take on the world"
},
"composition": {
"camera_angle": "Eye-level or slightly wide, capturing subject within their environment",
"framing": "Wide environmental shot, subject occupies 40-60% of frame, scene provides rich context",
"depth_of_field": "Shallow — subject sharp, background softly out of focus",
"focal_point": "Subject's face"
},
"facial_identity_map": {
"core_identity": {
"demographics": "Female, Young Adult",
"biological_age_estimate": "Young Adult",
"ethnicity_phenotype": "Warm golden-wheat complexion with a soft rounded face. Gentle inner eye corner folds, slightly broader nose, softer jawline. Face is oval-to-round with soft contours. Smooth hairless skin."
},
"body_metrics": {
"build_type": "Slender",
"posture": "front-facing"
},
"facial_geometry": {
"face_shape_classification": "rounded broad",
"jawline_metrics": "soft",
"chin_projection": "moderate",
"forehead_proportions": "Smooth, broad, gently curved, neatly groomed brows.",
"cheek_structure": "moderate"
},
"hair_complex": {
"fiber_texture": "wavy",
"color_variation": "black"
},
"facial_topography": {
"eyebrows": {
"shape_and_arch": "Moderate natural arch, neatly groomed",
"thickness_and_density": "Naturally full, neatly groomed with a soft, clean shape"
},
"eyes_orbital_area": {
"shape_classification": "inner-corner-folded almond",
"eyelid_characteristics": "Partial double lid with a subtle inner eye corner fold, the crease is visible but the fold softens it, between a full double lid and a monolid.",
"spacing_and_size": "Normal spacing, medium-to-large almond shape, eyes appear open and expressive.",
"gaze_direction": "Both eyes looking directly into the camera lens, focused and warm."
},
"nose_structure": {
"bridge_morphology": "broad flat-bridged",
"tip_shape_and_rotation": "full",
"overall_proportions": "Harmonious soft nose, slightly broad and well defined."
},
"mouth_and_lips": {
"lip_shape_and_fullness": "full",
"resting_expression": "Neutral, relaxed"
}
},
"skin_physics": {
"tone_and_undertones": "Warm golden-wheat skin with yellow-olive undertones. A distinctive golden warmth that is neither the pink-fair of Kashmiri nor the deep brown of South Indian.",
"surface_texture": "Smooth, healthy skin with an even tone, fine natural texture and a soft natural sheen."
}
},
"objects": [
{
"id": "obj_001",
"label": "Environmental portrait photo of Plains woman with golden skin",
"category": "Person",
"location": "Within the environment, mid-ground to foreground",
"prominence": "Primary Subject",
"pose_or_orientation": "front-facing"
},
{
"id": "obj_002",
"label": "Medical scrubs",
"category": "Clothing",
"location": "Subject's torso",
"prominence": "Foreground",
"pose_or_orientation": "Worn on body"
},
{
"id": "obj_003",
"label": "at Brahmaputra Sandbars / Chars",
"category": "Environment",
"location": "Background",
"prominence": "Background Context",
"pose_or_orientation": "Stationary"
}
],
"art_direction": [
"Shot on 85mm lens, shallow depth of field, sharp focus on subject, soft creamy bokeh background, professional portrait photography.",
"Kodak Portra film emulation, soft warm pastels, gentle skin rendition, low contrast",
"Apply a Medium Format style filter to the image, featuring photo medium, light texture"
]
}
Bihar · the ASHA worker
Vaishali village
Cotton saree
Walking
85mm portrait lens
Medium format
Film colour
{
"meta": {
"image_quality": "High",
"image_type": "Environmental portrait"
},
"global_context": {
"scene_description": "An environmental portrait of a young Indian woman with golden skin and gently defined jawline with smooth contours, Body: Relaxed upright posture, fluid movement. Head: Facing forward. Eyes: Looking ahead. Hands: Arms hanging naturally at sides. Fingers: Relaxed. Legs: Mid-stride in walking motion. Slim and lean. Warm wheat-brown skin with golden undertones. Broad forehead sitting above deep-set eyes, nose bridge rising firmly from between the brows with a gentle downward hook at the tip, wide nostrils flaring slightly at rest. Square face and wavy hair, wearing a plain handloom cotton saree in a soft pastel or earth tone with a thin contrasting border, draped in the everyday nivi style, paired with a simple cotton blouse, fabric soft and lightly creased from wear. Idyllic dirt tracks winding past mud-plastered huts, bamboo fences, and small family cattle sheds, a broad open smile aimed directly at the lens, eyes crinkled with genuine unguarded warmth. Subject naturally integrated into their environment. Scene tells a story about who they are. Aside from the main subject, keep the background clear of other people, no unrelated bystanders, passers-by, or crowds.",
"time_of_day": "Daytime",
"weather_atmosphere": "Natural available light of the real location, no studio lighting",
"lighting": {
"direction": "Soft natural daylight from the side, ambient fill from the surroundings",
"quality": "Soft, flattering natural light on the face with gentle shadow modelling",
"color_temp": "Warm natural daylight"
}
},
"emotional_context": {
"overall_mood": "Contextual, narrative, authentic",
"facial_expression_emotion": "Broad open smile aimed straight at the lens, eyes crinkled with genuine warmth, teeth showing.",
"emotional_moment": "Unguarded ease, glad to be seen and photographed"
},
"composition": {
"camera_angle": "Eye-level or slightly wide, capturing subject within their environment",
"framing": "Wide environmental shot, subject occupies 40-60% of frame, scene provides rich context",
"depth_of_field": "Shallow — subject sharp, background softly out of focus",
"focal_point": "Subject's face"
},
"facial_identity_map": {
"core_identity": {
"demographics": "Female, Young Adult",
"biological_age_estimate": "Young Adult",
"ethnicity_phenotype": "Warm wheat-brown skin with golden undertones. Broad forehead sitting above deep-set eyes, nose bridge rising firmly from between the brows with a gentle downward hook at the tip, wide nostrils flaring slightly at rest. Softly squared jawline visible from the front, cheekbones pushing outward giving the face a solid rectangular frame. Smooth hairless skin."
},
"body_metrics": {
"build_type": "Slender",
"posture": "front-facing"
},
"facial_geometry": {
"face_shape_classification": "square",
"jawline_metrics": "Gently defined jawline with smooth contours.",
"chin_projection": "moderate",
"forehead_proportions": "Broad and slightly convex, occupying a generous portion of the face.",
"cheek_structure": "high cheekbones"
},
"hair_complex": {
"fiber_texture": "wavy"
},
"facial_topography": {
"eyebrows": {
"shape_and_arch": "Soft natural arch, neatly groomed"
},
"eyes_orbital_area": {
"shape_classification": "almond with bold folds",
"eyelid_characteristics": "Hooded upper lid with a low, soft crease.",
"spacing_and_size": "Wide spacing between eyes, eyes sitting deep in the orbital socket.",
"gaze_direction": "Both eyes looking directly into the camera lens, focused and warm."
},
"nose_structure": {
"bridge_morphology": "high, slightly curved",
"tip_shape_and_rotation": "full",
"overall_proportions": "Prominent and broad, nose occupies significant facial real estate."
},
"mouth_and_lips": {
"lip_shape_and_fullness": "full",
"resting_expression": "Neutral, composed"
}
},
"skin_physics": {
"tone_and_undertones": "Warm wheat-brown skin with strong golden-yellow undertones. Warm saturated honey tone with visible yellow warmth under natural light.",
"surface_texture": "Smooth, healthy skin with an even tone, fine natural texture and a soft natural sheen.",
"distinctive_marks": "bold eye folds"
}
},
"objects": [
{
"id": "obj_001",
"label": "Environmental portrait photo of woman with golden skin",
"category": "Person",
"location": "Within the environment, mid-ground to foreground",
"prominence": "Primary Subject",
"pose_or_orientation": "front-facing"
},
{
"id": "obj_002",
"label": "Simple cotton saree",
"category": "Clothing",
"location": "Subject's torso",
"prominence": "Foreground",
"pose_or_orientation": "Worn on body"
},
{
"id": "obj_003",
"label": "Idyllic dirt tracks winding past mud-plastered huts",
"category": "Environment",
"location": "Background",
"prominence": "Background Context",
"pose_or_orientation": "Stationary"
}
],
"art_direction": [
"Shot on 85mm lens, shallow depth of field, sharp focus on subject, soft creamy bokeh background, professional portrait photography.",
"Kodak Portra film emulation, soft warm pastels, gentle skin rendition, low contrast",
"Apply a Medium Format style filter to the image, featuring photo medium, light texture"
]
}
Sikkim · the hill health centre
Yuksom
White lab coat
Doctor examining
85mm portrait lens
Medium format
Film colour
{
"meta": {
"image_quality": "High",
"image_type": "Environmental portrait"
},
"global_context": {
"scene_description": "A candid group photograph of 2 people together, arranged naturally and organically, and not all facing each other or the camera; varied depth, spacing, and gaze direction like a real unposed moment. An environmental portrait of a young Indian woman with golden skin, Body: Upper body leaning forward slightly. Head: Neck slightly bent forward. Eyes: Focused intently on subject. Hands: One hand extended holding equipment, other stabilizing. Fingers: Precision grip on tools. Legs: Standing or seated, stable base. Slim and lean. Light golden skin with warm wheat undertones, round compact face with full cheeks, monolid eyes with narrow eye openings, flat nose with a low bridge. Oval face and straight black hair, wearing a clean pressed white lab coat over a formal blouse or fitted top, name badge and stethoscope visible, professional healthcare and medical attire. Simple modern concrete medical cityscape building complex serving as the central healthcare hub for the remote hills, eyes half-lidded and angled downward with mouth curved into a small closed smile, quietly absorbed. Subject naturally integrated into their environment. Also present: elderly man, all rendered with equal photographic quality and consistent lighting.",
"time_of_day": "Daytime",
"weather_atmosphere": "Natural available light of the real location, no studio lighting",
"lighting": {
"direction": "Soft natural daylight from the side, ambient fill from the surroundings",
"quality": "Soft, flattering natural light on the face with gentle shadow modelling",
"color_temp": "Warm natural daylight"
}
},
"emotional_context": {
"overall_mood": "Contextual, narrative, authentic",
"facial_expression_emotion": "Eyes half-lidded and angled downward, mouth curved into a small closed smile.",
"emotional_moment": "Quietly absorbed in something held close, unhurried"
},
"composition": {
"camera_angle": "Eye-level or slightly wide, capturing subject within their environment",
"framing": "Wide environmental shot, subject occupies 40-60% of frame, scene provides rich context",
"depth_of_field": "Shallow — subject sharp, background softly out of focus",
"focal_point": "Subject's face"
},
"facial_identity_map": {
"core_identity": {
"demographics": "Female, Young Adult",
"biological_age_estimate": "Young Adult",
"ethnicity_phenotype": "Light golden skin with warm wheat undertones, round compact face with full cheeks, monolid eyes with narrow eye openings, flat nose with a low bridge. Rosy flush on the cheeks; smooth hairless skin. Distinctly Sikkimese Himalayan features with high cheekbones and fair complexion."
},
"body_metrics": {
"build_type": "Slender",
"posture": "front-facing"
},
"facial_geometry": {
"face_shape_classification": "oval",
"jawline_metrics": "moderate",
"cheek_structure": "prominent cheekbones"
},
"hair_complex": {
"fiber_texture": "straight black"
},
"facial_topography": {
"eyebrows": {
"shape_and_arch": "Soft natural arch, neatly groomed"
},
"eyes_orbital_area": {
"shape_classification": "Almond with upper eyelid folds covering the inner eye corner.",
"eyelid_characteristics": "Single-fold monolid, no crease, smooth lid skin covering much of the upper eye.",
"spacing_and_size": "Wide spacing, narrow eye opening",
"gaze_direction": "Eyes directed away from the lens, focused on something outside the frame."
},
"nose_structure": {
"bridge_morphology": "broad flat nose with a low bridge",
"tip_shape_and_rotation": "moderate",
"overall_proportions": "Short, broad, completely flat."
},
"mouth_and_lips": {
"lip_shape_and_fullness": "full"
}
},
"skin_physics": {
"tone_and_undertones": "Light golden skin with warm wheat-honey undertones.",
"distinctive_marks": "strong eye folds"
}
},
"objects": [
{
"id": "obj_001",
"label": "Environmental portrait photo of woman with golden skin",
"category": "Person",
"location": "Within the environment, mid-ground to foreground",
"prominence": "Primary Subject",
"pose_or_orientation": "front-facing"
},
{
"id": "obj_002",
"label": "White lab coat over formal top",
"category": "Clothing",
"location": "Subject's torso",
"prominence": "Foreground",
"pose_or_orientation": "Worn on body"
},
{
"id": "obj_003",
"label": "Simple modern concrete medical cityscape building complex serving as the central healthcar",
"category": "Environment",
"location": "Background",
"prominence": "Background Context",
"pose_or_orientation": "Stationary"
},
{
"id": "obj_004",
"label": "Secondary subject: elderly man",
"category": "Person",
"location": "Slightly behind and to the primary subject's left",
"prominence": "Secondary Subject",
"pose_or_orientation": "Looking toward the primary subject, not at the camera"
}
],
"art_direction": [
"Shot on 85mm lens, shallow depth of field, sharp focus on subject, soft creamy bokeh background, professional portrait photography.",
"Kodak Portra film emulation, soft warm pastels, gentle skin rendition, low contrast",
"Apply a Medium Format style filter to the image, featuring photo medium, light texture"
],
"additional_subjects": [
"elderly man"
]
}
West Bengal · the night shift
Howrah
Scrubs with lanyard
Warm point light
85mm portrait lens
Medium format
Film colour
{
"meta": {
"image_quality": "High",
"image_type": "Environmental portrait"
},
"global_context": {
"scene_description": "An environmental portrait of a young Indian woman with wheatish skin and gently defined jawline with smooth contours, drinking tea. Slim and lean. Warm golden wheatish complexion, distinctly round face with soft fleshy cheeks, large dark expressive eyes, a softer jawline that curves gently without angles, and a nose with a gentle bridge that is neither prominent nor flat. Oval face and thick straight black hair, wearing solid-colour medical scrubs with a V-neck top and straight-leg trousers, hospital ID lanyard around the neck, practical clinical workwear. Inside the Howrah General Hospital corridor, plain institutional hallway with worn benches and ceiling fans, lit by a single small warm-toned bulb close to the subject, its deep amber pool covering only a short radius before falling hard into near-total black, edges of the lit area soft but the darkness beyond them complete, with no fill to soften the transition, eyes half-lidded and angled downward with mouth curved into a small closed smile, quietly absorbed. Subject naturally integrated into their environment. Scene tells a story about who they are. The frame contains only the subject and the setting described above — no photographic equipment, rigs, or crew of any kind is visible.",
"time_of_day": "Daytime",
"weather_atmosphere": "Bright clinical fluorescent",
"lighting": {
"source": "One small warm practical bulb at close range",
"direction": "Close and slightly above, non-directional beyond its short reach.",
"quality": "Deep amber pool with hard falloff to black.",
"color_temp": "2700K"
}
},
"emotional_context": {
"overall_mood": "Contextual, narrative, authentic",
"facial_expression_emotion": "Eyes half-lidded and angled downward, mouth curved into a small closed smile.",
"emotional_moment": "Quietly absorbed in something held close, unhurried"
},
"composition": {
"camera_angle": "Eye-level or slightly wide, capturing subject within their environment",
"framing": "Wide environmental shot, subject occupies 40-60% of frame, scene provides rich context",
"depth_of_field": "Shallow — subject sharp, background softly out of focus",
"focal_point": "Subject's face"
},
"facial_identity_map": {
"core_identity": {
"demographics": "Female, Young Adult",
"biological_age_estimate": "Young Adult",
"ethnicity_phenotype": "Warm golden wheatish complexion, distinctly round face with soft fleshy cheeks, large dark expressive eyes, a softer jawline that curves gently without angles, and a nose with a gentle bridge that is neither prominent nor flat. Smooth hairless skin."
},
"body_metrics": {
"build_type": "Slender",
"posture": "front-facing"
},
"facial_geometry": {
"face_shape_classification": "oval",
"jawline_metrics": "Gently defined jawline with smooth contours.",
"chin_projection": "moderate",
"cheek_structure": "moderate cheekbones"
},
"hair_complex": {
"fiber_texture": "thick straight black"
},
"facial_topography": {
"eyebrows": {
"shape_and_arch": "Soft natural arch, neatly groomed"
},
"eyes_orbital_area": {
"shape_classification": "almond",
"eyelid_characteristics": "Clean double eyelid with a visible crease, open lid space, the large eye area is unobstructed and expressive.",
"spacing_and_size": "Standard spacing, notably large eye opening.",
"gaze_direction": "Both eyes looking directly into the camera lens, focused and warm."
},
"nose_structure": {
"bridge_morphology": "medium mesorrhine",
"tip_shape_and_rotation": "full",
"overall_proportions": "Proportionate and gentle. A nose that balances with the large eyes and round face. The typical nose is unobtrusive."
},
"mouth_and_lips": {
"lip_shape_and_fullness": "full",
"resting_expression": "Gentle, warm, slight natural smile"
}
},
"skin_physics": {
"tone_and_undertones": "Golden wheatish complexion with warm neutral undertones. The skin has a warm golden-wheat saturation.",
"surface_texture": "Smooth, healthy skin with an even tone, fine natural texture and a soft natural sheen.",
"distinctive_marks": "almond eyes"
}
},
"objects": [
{
"id": "obj_001",
"label": "Environmental portrait photo of woman with wheatish skin",
"category": "Person",
"location": "Within the environment, mid-ground to foreground",
"prominence": "Primary Subject",
"pose_or_orientation": "front-facing"
},
{
"id": "obj_002",
"label": "Scrubs with lanyard",
"category": "Clothing",
"location": "Subject's torso",
"prominence": "Foreground",
"pose_or_orientation": "Worn on body"
},
{
"id": "obj_003",
"label": "inside the Howrah General Hospital corridor",
"category": "Environment",
"location": "Background",
"prominence": "Background Context",
"pose_or_orientation": "Stationary"
}
],
"art_direction": [
"Shot on 85mm lens, shallow depth of field, sharp focus on subject, soft creamy bokeh background, professional portrait photography.",
"Kodak Portra film emulation, soft warm pastels, gentle skin rendition, low contrast",
"Apply a Medium Format style filter to the image, featuring photo medium, light texture"
]
}
